CVEvulnerability
CVE-2022-41888
7.5 HIGH
Official page ↗
- Status
- Modified
- Published
- 2022-11-18
- Last modified
- 2026-06-17
- Assigner
- [email protected]
- CVSS 3.1 ([email protected])
- 4.8 MEDIUM — CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H
- CVSS 3.1 ([email protected])
- 7.5 HIGH — CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
- Weaknesses
- CWE-20
Description
TensorFlow is an open source platform for machine learning. When running on GPU, `tf.image.generate_bounding_box_proposals` receives a `scores` input that must be of rank 4 but is not checked. We have patched the issue in GitHub commit cf35502463a88ca7185a99daa7031df60b3c1c98. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
Affected configurations
• google tensorflow (< 2.8.4)
• google tensorflow (>= 2.9.0 < 2.9.3)
• google tensorflow (>= 2.10.0 < 2.10.1)
Related
Weakness · CWE (1)
- CWE-20 Improper Input Validation weakness
References
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc Third Party Advisory
- https://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98 Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6x99-gv2v-q76v Exploit, Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc Third Party Advisory
- https://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98 Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6x99-gv2v-q76v Exploit, Patch, Third Party Advisory